Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006834

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006723

distance 0.101

#2 · Chandrapurcell 4730006498

distance 0.111

#3 · Chandrapurcell 4730006156

distance 0.156

#4 · Chandrapurcell 4730007285

distance 0.172

#5 · Chandrapurcell 4730005885

distance 0.176

#6 · Chandrapurcell 4730008450

distance 0.176

#7 · Chandrapurcell 4730006003

distance 0.177

#8 · Chandrapurcell 4730005886

distance 0.179

#9 · Bhandaracell 4710000929

distance 0.179 · cross-district

#10 · Chandrapurcell 4730008290

distance 0.181

#11 · Nagpurcell 4840000676

distance 0.182 · cross-district

#12 · Yavatmalcell 5000006203

distance 0.183 · cross-district

#13 · Amravaticell 4680009566

distance 0.184 · cross-district

#14 · Bhandaracell 4710000214

distance 0.185 · cross-district

#15 · Chandrapurcell 4730006269

distance 0.187

#16 · Bhandaracell 4710000692

distance 0.188 · cross-district

#17 · Yavatmalcell 5000003862

distance 0.189 · cross-district

#18 · Bhandaracell 4710000687

distance 0.189 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730006834}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.